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Sketch function from derivatives and limits

Last updated: Mar 29, 2026

Quick Overview

This question evaluates understanding of calculus concepts—derivatives, concavity, limits, and continuity—and the ability to interpret derivative sign patterns to infer monotonicity and locate extrema.

  • medium
  • Capital One
  • Statistics & Math
  • Data Scientist

Sketch function from derivatives and limits

Company: Capital One

Role: Data Scientist

Category: Statistics & Math

Difficulty: medium

Interview Round: Technical Screen

Consider a twice-differentiable function f: R → R with: • lim_{x→−∞} f(x) = 0 and lim_{x→+∞} f(x) = 5. • f'(x) > 0 on (−∞, −2) and (1, 3); f'(x) < 0 on (−2, 1) and (3, ∞); f'(x) = 0 only at x ∈ {−2, 1, 3}. • f''(x) < 0 on (−∞, −1) and (−1, 2); f''(x) > 0 on (2, ∞); f'' is undefined at x = 2, but f is continuous everywhere. Tasks: (a) Sketch a qualitatively correct graph of f, marking all local extrema and any inflection points. (b) Is it possible for f to have two local maxima and one local minimum consistent with the above? Justify rigorously. (c) Determine where an inflection point must occur, if any, and explain the sign of the slope immediately before and after x = 2.

Quick Answer: This question evaluates understanding of calculus concepts—derivatives, concavity, limits, and continuity—and the ability to interpret derivative sign patterns to infer monotonicity and locate extrema.

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Capital One
Oct 13, 2025, 9:49 PM
Data Scientist
Technical Screen
Statistics & Math
1
0

Function analysis with derivative and concavity constraints

Context (clarified): Assume f: R → R is differentiable everywhere and twice differentiable on R \ {2}. The second derivative f'' exists and has the stated signs on open intervals; f is continuous at x = 2 where f'' is undefined.

Given:

  • Limits: lim_{x→−∞} f(x) = 0 and lim_{x→+∞} f(x) = 5.
  • First derivative:
    • f'(x) > 0 on (−∞, −2) and (1, 3).
    • f'(x) < 0 on (−2, 1) and (3, ∞).
    • f'(x) = 0 only at x ∈ {−2, 1, 3}.
  • Second derivative:
    • f''(x) < 0 on (−∞, −1) and (−1, 2).
    • f''(x) > 0 on (2, ∞).
    • f'' is undefined at x = 2, but f is continuous everywhere.

Tasks: (a) Sketch a qualitatively correct graph of f, marking all local extrema and any inflection points. (b) Is it possible for f to have two local maxima and one local minimum consistent with the above? Justify rigorously. (c) Determine where an inflection point must occur, if any, and explain the sign of the slope immediately before and after x = 2.

Solution

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